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A Similarity Measure Between Patterns with Nonindependent Attributes
January 1984 (vol. 6 no. 1)
pp. 111-115
Tetsuro Ito, University of Library and Information Science, Ibaraki-ken 305, Japan.
Yoshifumi Kodama, Nippon Electric Company, Ltd., Abiko-shi 270-11, Japan.
Junichi Toyoda, Osaka University, Ibaraki-shi 567, Japan.
A generalized version of a set-theoretical measure for obtaining similarities between patterns with nonindependent attributes is presented. The dependence here is given by the pairwise correlation. Since the proposed measure needs no assumption of attribute independence, the resulting similarity values can reflect directly the relationships between the attributes.
Citation:
Tetsuro Ito, Yoshifumi Kodama, Junichi Toyoda, "A Similarity Measure Between Patterns with Nonindependent Attributes," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 6, no. 1, pp. 111-115, Jan. 1984, doi:10.1109/TPAMI.1984.4767484
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